He’d always considered himself a practical man, but the feeling that engulfed him upon finding the secret room was anything but practical. He'd been renovating the kitchen when he accidentally knocked against a section of wall. The space behind it was small, cramped, but its existence spoke volumes. He stood there, frozen.

He looked at his tools, his carefully laid plans for the house. And then he dropped them.

He'd tried to be strong. The revelation, the abandonment, it left him winded, breathless. He turned away, his shoulders slumped. He felt hollowed out, like a carved-out pumpkin.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😒0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244